Bayesian Multiple Target Tracking

Stone, Lawrence D.

ISBN 10: 1580530249 / ISBN 13: 9781580530248

Editore: Artech House Publishers, 1999

May have limited writing in cover pages. Pages are unmarked. ~ ThriftBooks: Read More, Spend Less 4.05. Codice articolo G1580530249I4N00

Riassunto:

Using the Bayesian inference framework, this book enables the reader to design and develop mathematically sound algorithms for dealing with tracking problems involving multiple targets, multiple sensors, and multiple platforms. It shows how non-linear Multiple Hypothesis Tracking and the Theory of United Tracking are successful methods when multiple target tracking must be performed without contacts or association. With detailed examples illustrating the developed concepts, algorithms, and approaches, the book helps the reader track when observations are non-linear functions of target site, when the target state distributions or measurements error distributions are not Gaussian, when notions of contact and association are merged or unresolved among more than one target, and in low data rate and low signal to noise ratio situations.

L'autore: Lawrence D. Stone is Chief Operating Officer at Metron, Inc. He received his Ph.D. and MS in mathematics from Purdue University. Carl A. Barlow is an independent scientific consultant. He holds S.B. and S.M. degrees in theoretical physics from MIT. Thomas L. Corwin is Chief Executive Officer of Metron, Inc. He received his Ph.D and MS in statistics from Princeton University.

Dati bibliografici

Titolo: Bayesian Multiple Target Tracking
Casa editrice: Artech House Publishers
Data di pubblicazione: 1999
Legatura: Hardcover
Condizione: Very Good
Condizione sovraccoperta: No Jacket